Evidence map›Paper›PMID 41474480›Full record

ArticleDiscover oncology2025

Pan cohort immune biomarker of CD8 lymphocyte activation enabling HGSOC outcome prediction and treatment response.

Xinkui Liu, Zhen Zhang, Bin Wang, Liping Qin, Nannan Fan, Ruohan Wang, Xiaoyan Yu, Qiaoqiao Han, Zihan Lu, Siambi Kikete and 7 more

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Xinkui Liu *Innovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Zhen Zhang *Innovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Bin Wang *The Second Affiliated Hospital of Shandong, University of Traditional Chinese Medicine, Jinan, 250001, Shandong, China.
Liping QinInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Nannan FanInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Ruohan WangInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Xiaoyan YuShanghai Institute of Immunology, Department of Immunology and Microbiology, State Key Laboratory of Systems Medicine for Cancer, Shanghai Jiao Tong University School of Medicine, 280 South Chongqing Road, Shanghai, 200025, China.
Qiaoqiao HanShanghai Institute of Immunology, Department of Immunology and Microbiology, State Key Laboratory of Systems Medicine for Cancer, Shanghai Jiao Tong University School of Medicine, 280 South Chongqing Road, Shanghai, 200025, China.
Zihan LuInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Siambi KiketeCollege of Health Sciences, Kenyatta University, Nairobi, 00609, Kenya.
Feifei ShiInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Chu ChuInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Yunhong ZhangInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Liangzhong NiuInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Ran WeiInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China.
Jiarui WuInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China. exogamy@163.com.
Xia LiInnovative Institute of Chinese Medicine and Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, 250355, Shandong, China. 60230033@sdutcm.edu.cn.

Funding

Central Government Guides Local Science and Technology Development Fund Projects of Shandong Province YDZX20203700001407China Postdoctoral Science Foundation 2024M761879Co-construction project of State Administration of TCM GZY-KJS-SD-2023-034Major Basic Research Project of Shandong Natural Science Foundation ZR2023ZD56National Natural Science Foundation of China 82274575National Natural Science Foundation of China 82405614National Natural Science Foundation of China 82471704Natural Science Foundation of Shandong Province ZR2022LZY011Natural Science Foundation of Shandong Province ZR2023QC167Natural Science Foundation of Shandong Province ZR2023QH452Natural Science Foundation of Shandong Province ZR2025MS1212Taishan Scholars Program tstp20240513
6 · The paper itself

Abstract

backgroundHigh-grade serous ovarian cancer (HGSOC) exhibits poor prognosis due to late diagnosis, chemoresistance, and limited responses to immune checkpoint inhibitors. Although tumor-infiltrating CD8

methodsTranscriptomic and clinical profiles from 874 late-stage HGSOC patients were analyzed via single-sample gene set enrichment analysis for immune infiltration and weighted gene co-expression network analysis to identify CD8

resultsThe resulting 10-gene signature independently predicted overall survival in all cohorts and consistently surpassed most clinicopathological variables and comparator models. Low-risk patients exhibited significantly enhanced CD8

conclusionCIPS captures a CD8

Indexed as

CD8+ T cellHigh-grade serous ovarian cancerMachine learningTumor environment

Identifiers

PMID41474480
PMCPMC12864636

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.